MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29814
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55001
mcpflow
Enables form management, response handling, and analytics via the Fillout.io AP…
55002
proGabby
Enables transforming raw bug notes into structured defect reports (Summary, Ste…
N/A N/A
55003
igmizo
auseklis Claim
Astrology MCP server that computes natal charts, transits, synastry, progressio…
55004
wannanbigpig
db-mcp Claim
A secure MCP server for connecting AI assistants to MySQL, Redis, and MongoDB w…
N/A N/A
55005
OR13
Enables searching, paging through, and reading IETF mailing-list archives via I…
55006
djsamseng
blpapi-mcp Claim
Enables access to Bloomberg financial data via MCP, requiring a Bloomberg Termi…
N/A N/A
55007
dexhunter
kaggle-mcp Claim
A Model Context Protocol server that provides tools to interact with Kaggle API…
55008
prompteus-ai
Dynamically creates an MCP server from any OpenAPI schema, enabling seamless in…
55009
cgmorah
Enables managing Cloudways servers, applications, backups, SSL, environment var…
55010
BhavinXAgheda
A local AI-powered research agent that searches the web, fetches real content, …
N/A N/A
55011
diogoseca
Provides text-to-speech functionality using OpenAI's TTS API, enabling text-to-…
55012
pipeworx-io
Provides streaming availability data across 200+ services, including title sear…
55013
universal-mcp
Enables interaction with Braze customer engagement platform through a standardi…
55014
osjr13-oss
Connects Canvas LMS to Poke for proactive text reminders about upcoming assignm…
N/A N/A
55015
BASIC-BIT
Soundiiz MCP Claim
An MCP server for Soundiiz that lets AI assistants inspect sync jobs and SmartL…
55016
Peru vehicle auction catalog and AVT market valuations for VMC Subastas
N/A N/A 69
55017
benzatkulak-collab
Social Perks Claim
Agent-native marketing platform: create campaigns, submit proofs, review submis…
55018
La0bALanG
Enables solving math, physics, chemistry and other subject problems from images…
55019
elmuz
A security-first MCP server that gives AI assistants controlled, safe access to…
N/A N/A
55020
Nitin-Gupta1109
TalkDB Claim
Enables natural language querying of databases with multi-turn conversations, a…
N/A N/A
55021
zhangwanli09
Enables AI agents to search and retrieve API documentation from an internal Swa…
55022
arthurfantaci
A comprehensive MCP server that provides complete access to Qlik Sense applicat…
55023
perforce
Enables AI assistants to interact with P4 Plan project management data via Grap…
55024
sheeryn123
A production-grade MCP server providing 18 tools for comprehensive GitHub inter…
55025
vwww-droid
An MCP server for real-device Android reversing workflows, wrapping AlgorithmAi…
N/A N/A
55026
Surya443
Enables controlling smart home devices like lights, fans, air conditioners, and…
N/A N/A
55027
melisasvr
An AI-powered deep research agent that automates the full research pipeline fro…
55028
the-Lobbi
A LangGraph-powered MCP server for infrastructure orchestration with autonomous…
55029
verysleepylemon
unity-mcp Claim
The first Model Context Protocol server for Unity projects. It gives AI assista…
N/A N/A
55030
yashv6655
Enables comprehensive financial analysis including structured products, portfol…
N/A N/A
55031
banananovej-chuan
A Model Context Protocol server for TrainingPeaks with an analytics focus — ena…
55032
KeyserDSoze
Enables local-first book writing with AI assistance, allowing users to scaffold…
55033
ForeverTools
Kiprio MCP Claim
23 developer & data API tools for AI agents - IP/DNS/WHOIS/SSL lookups, web scr…
55034
codeforstartups
Enables AI agents to design cloud architectures, run cost/performance simulatio…
55035
JSONbored
Live operational + integration registry for Bittensor subnets: APIs, schemas, h…
55036
borgius
Enables AI assistants to search for jobs across multiple platforms (Indeed, Lin…
55037
akamai-developers
A read-only MCP server for Akamai Cloud (Linode) that lets users ask plain-lang…
55038
asaramis
Search and retrieve transcripts from 488 episodes of the Big Technology Podcast…
N/A N/A
55039
GimbalGoats
Maya MCP Claim
A local Model Context Protocol server for controlling Autodesk Maya, providing …
N/A N/A
55040
ekho
buildin-mcp Claim
Enables LLMs to interact with Buildin.ai workspaces, providing tools to manage …
55041
Ansvar-Systems
Query Swedish financial regulation data — regulations, decisions, and requireme…
N/A N/A
55042
adeyholar
Enables flight search, airport information lookup, and price comparison through…
N/A N/A
55043
karthiks3000
Enables Claude AI to extract design information from Figma files and create or …
55044
xiaocaoooo
netease-mcp Claim
MCP server that enables AI assistants to search and retrieve music data (songs,…
N/A N/A
55045
akhelij
MCP server for reading, writing, and organizing API documentation in Apidog.
N/A N/A
55046
liana-banyan
A Model Context Protocol server providing pre-curated canonical memory, prose/c…
55047
liyongshun
flow-mcp Claim
A minimal MCP server that provides business control primitives (finish, pause, …
N/A N/A
55048
justinlime
Easy MCP RAG Claim
An MCP server for RAG using Qdrant that automatically indexes documents from di…
N/A N/A
55049
recallnet
Enables interaction with Recall services for blockchain storage operations, inc…
55050
Ramsi-K
Enables natural language image augmentation via the MCP protocol, using Albumen…
N/A N/A
Showing 55001–55050 of 57357 servers